masonearles
Assistant Professor | Plant AI and Biophysics Lab | UC Davis, Viticulture & Enology and Bio & Ag Engineering
University of California, DavisDavis, CA
Pinned Repositories
1DLeafFEM
One-dimensional photosynthetic reaction and diffusion model that uses empirical light absorption profiles
3DLeafCT
Random forest segmentation of 3D leaf microCT images
CropGAN
Open source code for the paper Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection
cvppa2021.github.io
Website for the 2021 ICCV workshop: Computer Vision in Plant Phenotyping and Agriculture
keras
Deep Learning for humans
MidWinterDrought
Code accompanying manuscript on the effects of mid-winter drought on tree carbohydrate and hydraulic status
minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
PlantStarchCT
In-vivo quantification of starch reserves in plant stems using a Random Forest machine learning algorithm and microCT images
AgML
AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
masonearles's Repositories
masonearles/3DLeafCT
Random forest segmentation of 3D leaf microCT images
masonearles/PlantStarchCT
In-vivo quantification of starch reserves in plant stems using a Random Forest machine learning algorithm and microCT images
masonearles/1DLeafFEM
One-dimensional photosynthetic reaction and diffusion model that uses empirical light absorption profiles
masonearles/CropGAN
Open source code for the paper Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection
masonearles/cvppa2021.github.io
Website for the 2021 ICCV workshop: Computer Vision in Plant Phenotyping and Agriculture
masonearles/keras
Deep Learning for humans
masonearles/MidWinterDrought
Code accompanying manuscript on the effects of mid-winter drought on tree carbohydrate and hydraulic status
masonearles/minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
masonearles/scikit-learn
scikit-learn: machine learning in Python
masonearles/walnut-canopy-measurement-pipeline
Image processing pipeline for quantifying walnut canopy phenotypes.